Exemple #1
0
def read_excel(
    io,
    sheet_name: "str | int | list[IntStrT] | None" = 0,
    header: "int | Sequence[int] | None" = 0,
    names=None,
    index_col: "int | Sequence[int] | None" = None,
    usecols=None,
    squeeze: "bool | None" = None,
    dtype: "DtypeArg | None" = None,
    engine: "Literal[('xlrd', 'openpyxl', 'odf', 'pyxlsb')] | None" = None,
    converters=None,
    true_values: "Iterable[Hashable] | None" = None,
    false_values: "Iterable[Hashable] | None" = None,
    skiprows: "Sequence[int] | int | Callable[[int], object] | None" = None,
    nrows: "int | None" = None,
    na_values=None,
    keep_default_na: "bool" = True,
    na_filter: "bool" = True,
    verbose: "bool" = False,
    parse_dates=False,
    date_parser=None,
    thousands: "str | None" = None,
    decimal: "str" = ".",
    comment: "str | None" = None,
    skipfooter: "int" = 0,
    convert_float: "bool | None" = None,
    mangle_dupe_cols: "bool" = True,
    storage_options: "StorageOptions" = None,
) -> "DataFrame | dict[IntStrT, DataFrame]":  # noqa: PR01, RT01, D200
    """
    Read an Excel file into a DataFrame.
    """
    _, _, _, kwargs = inspect.getargvalues(inspect.currentframe())

    Engine.subscribe(_update_engine)
    from modin.core.execution.dispatching.factories.dispatcher import FactoryDispatcher

    intermediate = FactoryDispatcher.read_excel(**kwargs)
    if isinstance(intermediate, (OrderedDict, dict)):
        parsed = type(intermediate)()
        for key in intermediate.keys():
            parsed[key] = DataFrame(query_compiler=intermediate.get(key))
        return parsed
    else:
        return DataFrame(query_compiler=intermediate)
Exemple #2
0
def read_excel(
    io,
    sheet_name=0,
    header=0,
    names=None,
    index_col=None,
    usecols=None,
    squeeze=False,
    dtype=None,
    engine=None,
    converters=None,
    true_values=None,
    false_values=None,
    skiprows=None,
    nrows=None,
    na_values=None,
    keep_default_na=True,
    na_filter=True,
    verbose=False,
    parse_dates=False,
    date_parser=None,
    thousands=None,
    comment=None,
    skipfooter=0,
    convert_float=None,
    mangle_dupe_cols=True,
    storage_options: StorageOptions = None,
):
    _, _, _, kwargs = inspect.getargvalues(inspect.currentframe())

    Engine.subscribe(_update_engine)
    from modin.core.execution.dispatching.factories.dispatcher import FactoryDispatcher

    intermediate = FactoryDispatcher.read_excel(**kwargs)
    if isinstance(intermediate, (OrderedDict, dict)):
        parsed = type(intermediate)()
        for key in intermediate.keys():
            parsed[key] = DataFrame(query_compiler=intermediate.get(key))
        return parsed
    else:
        return DataFrame(query_compiler=intermediate)